Rockfish Historical Harvest Estimates

This project seeks to estimate sport fish harvest and releases of rockfish in Alaska waters by improving on the Howard et al. (2020) methods and expand the time series back to 1977 when the statewide harvest survey (SWHS) was first implemented. This is essentially a Bayesian version of the Howard methods that allows for more appropriate and defensible sharing of information between areas, handles missing data in a more appropriate manor, accurately propagates uncertainty throughout the estimation procedure and replaces the Howard decision tree approach to low sample sizes with a hierarchical model. The methods and results for generating harvest estimates are generally consistent between the Bayesian model and the Howard methods. Harvest estimates are consistent with Howard estimates during contemporary times, but may differ based on more appropriate weighting of SWHS and logbook data, including estimating and correcting bias in the SWHS data.

Table 1. Summary of key improvements in reconstructiing sport fish removals of rockfish using the Bayesian model as compared to the Howard et al. (2020) methods.

Issue	Howard	Bayes
Time series	1999 - present	1977 - present
Bias in SWHS	Not explicitly dealt with. Relies on logbook data and ratios of guided/unguided from SWHS data to estimate unguided releases and harvests.	Explicitly estimates bias in SWHS harvest and release estimates based on logbook data.
Species composition of releases	Assumes that species composition of releases is equal to that of the harvest, which is not evident in the logbook data.	Recognizes different release probabilities by species / species assemblage and estimates it from logbook data and bias corrected SWHS data
Sample size limitations	Uses sample size threshholds such that when areas fall below those threshholds values are borrowed from nearby areas.	Uses a hierarchichacal modelling approach that shares information between areas in the same region. Thus all data is used, even with small sample sizes. This is a more sound method that avoids assumptions and uses all of the data.
Error propogation	Error is propogated when variance estimates are available, but there is uncertainty associated with borrowing values from nearby areas, or the assumption of species compositions being identical in harvest and releases, are not dealt with.	By breaking the assumption that species composition is equal between harvests and releases, uncertainty in the release estimates is more reflective of the fishery. Furthermore, the hyerarchichal approach more accurately captures uncertainy within and between areas within a region.

Figure 1.- Data sources for estimating rockfish harvests and releases in ADF&G commercial fisheries management units. Note that initial rockfish harvest estimates were not differentiated into species assemblage or species until 1998 when logbooks began differentiating by pelagic and non-pelagic. Logbooks began to collect data on yelloweye beginning in 2006. Port sampling programs to gather data on species composition of harvests began in 1996 in Southcentral and Kodiak and in 2006 in Southeast.

Figure 2.- SWHS harvest (left) and release (right) estimates from guided trips (x-axis) versus repoted harvests from charter logbooks (y-axis).

Results

• Model: LB_fit_3pH

• Model Run: Gen4int_indcomp_swhsR_FULL_pHB4pars_re0d_thru2024_3e+05_2025-10-22 (Naming convention: modelname_thruYEAR_iters_rundate)

• Proportion of parmaters converged (Rhat <= 1.1): 0.9862

• See end of document for summary of unconverged parameters.

Figure X.- Rhat values and proportion of parameters that converged (Rhat < 1.1.)

Estimate comparison

Since previous estimates of rockfish harvest have been produced these first 3 graphs will be used to show how the modeled estimates compare to the estimates produced earlier. For total rockfish the estimates are in general agreement although differences are noted. These estimates should be more reliable because they include both SWHS and guide logbook data, handle variance more appropriately, use hierarchical distributions when data is missing, directly consider observation error and are produced using reproducible research.

Figure 3.- Total rockfish harvests 1996-2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 3.- Total rockfish releases 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Notes from Adam: When looking at only black rockfish the most significant differences are for the Prince William Sound Inside area. I did not spend a great deal of time tracking this down although it looks like the previous version used bad values for \(P_{(black)ayu}\) for at least unguided anglers. For the moment I would ignore the results for BSIA and SOKO2SAP. I think it is possible to give approximate values for these areas but it will require a little more coding which I have yet to do.

Figure 4.- Black rockfish harvests 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

And black rockfish releases…

Figure 5.- Black rockfish releases 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 6.- Yellow rockfish harvests 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 7.- Yellow rockfish releases 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 8.- DSR rockfish (excluding yelloweye) harvests 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 9.- DSR rockfish releases (including yelloweye) 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 11.- Slope rockfish harvests 1996-2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 12.- Slope rockfish releases 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Total Biomass Removal Estimates

Figure 13.- Black rockfish estimated total removals in lbs in 1996–2023. Total removals are calculated from the harvests, the estimated release mortality and mean fish weights. Error polygons represent 95% confidence intervals.

Figure 14.- Yellow rockfish estimated total removals in lbs in 1996–2023. Total removals are calculated from the harvests, the estimated release mortality and mean fish weights. Error polygons represent 95% confidence intervals.

Figure 15.- Pelagic rockfish estimated total removals in lbs in 1996–2023. Total removals are calculated from the harvests, the estimated release mortality and mean fish weights. Error polygons represent 95% confidence intervals.

Figure 16.- Non-yelloweye, demersal shelf rockfish estimated total removals in lbs in 1996-2023. Total removals are calculated from the harvests, the estimated release mortality and mean fish weights. Error polygons represent 95% confidence intervals.

Figure 17.- Slope rockfish estimated total removals in lbs in 1996-2023. Total removals are calculated from the harvests, the estimated release mortality and mean fish weights. Error polygons represent 95% confidence intervals.

Model fit

Logbook residuals

Figure 18.- Residuals from logbook harvests.

SWHS residuals

Figure 19.- Residuals from SWHS harvests.

Figure 20.- Residual of SWHS releases.

Parameter estimates

P(Charter)

These histograms show the posterior distribution of the mean percent of rockfish harvested by the charter fleet.

Figure 21.- Mean percent of harvest by charter anglers.

When considered annually we see the percent of rockfish harvested by the charter fleet follows our data fairly well although the model smooths out the changes and we just do not have much information about this ratio. Prior to 2011 the percent charter is confounded with SWHS bias and should be mostly discounted.

Figure 22.- Annual estimates of the percent of harvest by charter anglers for 16 commerical fishing manamgent areas, 1996-2023.

P(Harvest)

These plots show the fitted logistic line to the proportion of caught rockfish that are harvested. These estimates are used for hindcasting catch estimates based on the harvest data in early years when catch estimates are unavailable.

Figure 23.- Annual proportion of pelagic rockfish catch that was harvested. Note that pre-1990 estimates are used to estimate catch in these years when catch estimates are not available.

Figure 24.- Annual proportion of yelloweye rockfish catch that was harvested. Note that pre-1990 estimates are used to estimate catch in these years when catch estimates are not available.

Figure 25.- Annual proportion of non-pelagic, non-yelloweye rockfish catch that was harvested. Note that pre-1990 estimates are used to estimate catch in these years when catch estimates are not available. Note, that this is not estimated for Southeast areas because non=pelagics are divided between DSR (including yelloweye) and Slope species.

Figure 26.- Annual proportion of DSR rockfish catch that was harvested. Note that pre-1990 estimates are used to estimate catch in these years when catch estimates are not available. Note that the observed logbook data is for all non-pelagic, non-yelloweye fish.

Figure 27.- Annual proportion of Slope rockfish catch that was harvested. Note that pre-1990 estimates are used to estimate catch in these years when catch estimates are not available. Note that the observed logbook data is for all non-pelagic, non-yelloweye fish.

SWHS bias

Figure 23 shows the mean estimate for SWHS bias in harvests and releases. Cook Inlet, North Gulf Coast and North Southeast Inside all look pretty good while most other areas have substantial bias. Prince William Sound Inside has the largest bias. Bias in release estimates is substantial and whereas the SWHS appears to underestimate harvests, it appears to greatly overestimates releases by a factor of 2 or more in most areas as derived from logbook reported releases.

Figure 28.- Mean SWHS bias for harvests and catches. Note that a bias < 1 indicates that the SWHS underestimates the true value and bias > 1 indicates the survey overestimates the true value.

Our estimates of SWHS harvest bias track observations fairly well when he have guided harvest estimates. The estimates of release bias in the SWHS data track observed patterns to an extent, but appear to smooth these more volatile disagreements with the logbook data. Adam postulated in his initial start on this that some of this could be the result of the estimates of the proportion guided. This value was not modelled with a trend and thus applies a constant estimate when hindcasting. Data on these relationships could greatly improve this model.

Figure 29.- Annual estimates of SWHS bias in harvests and releases for 16 commerical fishing manamgent areas, 1996-2023. Note that a bias < 1 indicates that the SWHS underestimates the true value and bias > 1 indicates the survey overestimates the true value.

P(pelagic)

We model the percentage of pelagic rockfish in the harvest because we have the information for charter anglers (via logbooks) starting in 1998. Other than looking at the model estimates you can use Figure 25 to compare the two data streams for pelagic rockfish harvest. In general they are in agreement with major exceptions in Price William Sound inside, Prince William Sound outside (early in the time series) and South Southeast inside.

Figure 30.- Annual estimates of the percent of the sport harvest that was pelagic rockfish for 16 commerical fishing manamgent areas, 1996-2023.

P(black|pelagic)

Note that in Southeast Alaska we only have composition data starting in 2006. Tania dug up old SE data, but it did not provide any useful data for species apportionment. For the most part, P(black|pelagic) is relatively constant across areas, with the exception of Cook Inlet and NSEI in Southeast AK. It may be worth discussing whether the shifts in those areas is a result of improved or changing species identification rather than actual shift in the species composition of the catch.

Figure 31.- Annual estimates of the percent of the sport harvest of pelagic rockfish that were black rockfish for 16 commerical fishing manamgent areas, 1996-2023. Kodiak panels include data from a hydroacoustic survey and the proportion of pelagic rockfish that are black in those areas (red) and the adjusted proportions based on obseved harvests for charter (blue) and private (cyan) users.

P(yelloweye|non-pelagic / yelloweye|DSR)

Figure 32.- Annual estimates of the percent of the sport harvest of non-pelagic rockfish that were yelloweye rockfish for 16 commerical fishing manamgent areas, 1996-2023. Note that P(yelloweye) is the the proportion relative to non-pelagics for Central and Kodiak areas but is relative to DSR for Southeast areas.

P(DSR|non-pelagic)

Figure 33.- Annual estimates of the percent of the sport harvest of non-pelagic rockfish that were DSR rockfish for 6 Southeast commerical fishing manamgent areas, 1996-2023.

P(slope|non-pelagic)

Figure 34.- Annual estimates of the percent of the sport harvest of non-pelagic rockfish that were slope rockfish for 6 southeast commerical fishing manamgent areas, 1996-2023. Note that P(yelloweye) is the the proportion relative to non-pelagics for Central and Kodiak areas but is relative to DSR for Southeast areas.

P(slope|non-pelagic & non-yellowye) For release estimates

## NULL

Weight Fits

Figure 35.- Mean weights of black rockfish used to estimate biomass from harvest and release mortality estimates in numbers of fish.

Figure 36.- Mean weights of yelloweye rockfish used to estimate biomass from harvest and release mortality estimates in numbers of fish.

Figure 37.- Mean weights of non-black, pelagic rockfish used to estimate biomass from harvest and release mortality estimates in numbers of fish.

Figure 38.- Mean weights of non-yelloweye, demersal shelf rockfish used to estimate biomass from harvest and release mortality estimates in numbers of fish.

Figure 39.- Mean weights of slope rockfish used to estimate biomass from harvest and release mortality estimates in numbers of fish.

Summary of unconverged parameters:

The proportion of unconverged species composition proportional estimates that are near the bounds of 0 or 1 is 0.3695652

The proportion of unconverged true parameters (defined as Rhat > 1.01) that are also in excess of an Rhat of 1.1 is 0.11 while 0.89 are less than 1.1.

Table Xa. Species proportion derived quantities that are not with 0.05 of the 0 and 1 bounds and are not converged relative to an Rhat of 1.01.

variable	area_n	year	user	mean	median	lower	upper	Rhat	sd	skew	area
p_pelagic	11	1	1	0.405	0.405	0.136	0.689	1.654	0.149	0.000	CSEO
p_pelagic	11	1	2	0.338	0.331	0.102	0.620	1.617	0.140	0.050	CSEO
p_yellow	11	1	2	0.731	0.749	0.457	0.919	1.011	0.121	-0.149	CSEO
p_pelagic	11	10	1	0.406	0.406	0.142	0.700	1.553	0.150	0.000	CSEO
p_pelagic	11	10	2	0.342	0.336	0.107	0.612	1.584	0.136	0.044	CSEO
p_pelagic	11	11	1	0.408	0.410	0.137	0.693	1.582	0.149	-0.013	CSEO
p_pelagic	11	11	2	0.343	0.333	0.109	0.631	1.540	0.139	0.072	CSEO
p_pelagic	11	12	1	0.412	0.408	0.147	0.706	1.549	0.149	0.027	CSEO
p_pelagic	11	12	2	0.345	0.337	0.106	0.630	1.522	0.139	0.057	CSEO
p_pelagic	11	13	1	0.410	0.409	0.141	0.694	1.583	0.147	0.007	CSEO
p_pelagic	11	13	2	0.345	0.337	0.110	0.619	1.570	0.139	0.058	CSEO
p_pelagic	11	14	1	0.407	0.406	0.135	0.687	1.533	0.148	0.007	CSEO
p_pelagic	11	14	2	0.346	0.341	0.109	0.619	1.520	0.135	0.037	CSEO
p_pelagic	11	15	1	0.411	0.410	0.140	0.702	1.526	0.145	0.007	CSEO
p_pelagic	11	15	2	0.347	0.339	0.117	0.623	1.456	0.136	0.059	CSEO
p_yellow	11	15	2	0.731	0.745	0.454	0.916	1.011	0.119	-0.118	CSEO
p_pelagic	11	16	1	0.408	0.409	0.149	0.682	1.548	0.143	-0.007	CSEO
p_pelagic	11	16	2	0.349	0.344	0.117	0.631	1.498	0.137	0.036	CSEO
p_yellow	11	16	1	0.868	0.884	0.689	0.966	1.012	0.073	-0.218	CSEO
p_pelagic	11	17	1	0.412	0.411	0.155	0.681	1.481	0.142	0.007	CSEO
p_pelagic	11	17	2	0.350	0.345	0.121	0.634	1.424	0.136	0.037	CSEO
p_pelagic	11	18	1	0.419	0.416	0.167	0.701	1.400	0.141	0.021	CSEO
p_pelagic	11	18	2	0.352	0.347	0.128	0.620	1.398	0.131	0.038	CSEO
p_yellow	11	18	2	0.730	0.747	0.456	0.925	1.012	0.121	-0.140	CSEO
p_pelagic	11	19	1	0.418	0.415	0.159	0.706	1.349	0.142	0.021	CSEO
p_pelagic	11	19	2	0.358	0.352	0.130	0.623	1.383	0.130	0.046	CSEO
p_pelagic	11	2	1	0.408	0.404	0.136	0.693	1.603	0.148	0.027	CSEO
p_pelagic	11	2	2	0.340	0.332	0.109	0.625	1.643	0.139	0.058	CSEO
p_yellow	11	2	1	0.870	0.886	0.691	0.967	1.010	0.073	-0.219	CSEO
p_yellow	11	2	2	0.731	0.745	0.462	0.916	1.012	0.119	-0.118	CSEO
p_pelagic	11	20	1	0.422	0.421	0.171	0.691	1.331	0.138	0.007	CSEO
p_pelagic	11	20	2	0.362	0.355	0.136	0.633	1.310	0.133	0.053	CSEO
p_pelagic	11	21	1	0.431	0.427	0.185	0.693	1.245	0.136	0.029	CSEO
p_pelagic	11	21	2	0.365	0.357	0.144	0.625	1.207	0.129	0.062	CSEO
p_yellow	11	21	1	0.868	0.883	0.692	0.965	1.012	0.072	-0.208	CSEO
p_pelagic	11	22	2	0.373	0.365	0.156	0.640	1.204	0.126	0.063	CSEO
p_pelagic	11	23	2	0.412	0.409	0.188	0.661	1.100	0.123	0.024	CSEO
p_pelagic	11	3	1	0.403	0.402	0.139	0.693	1.587	0.148	0.007	CSEO
p_pelagic	11	3	2	0.340	0.331	0.103	0.627	1.582	0.139	0.065	CSEO
p_yellow	11	3	2	0.732	0.747	0.457	0.919	1.013	0.121	-0.124	CSEO
p_pelagic	11	4	1	0.403	0.406	0.126	0.686	1.647	0.151	-0.020	CSEO
p_pelagic	11	4	2	0.344	0.336	0.100	0.639	1.629	0.145	0.055	CSEO
p_pelagic	11	5	1	0.407	0.410	0.129	0.697	1.646	0.150	-0.020	CSEO
p_pelagic	11	5	2	0.341	0.334	0.105	0.637	1.591	0.141	0.050	CSEO
p_pelagic	11	6	1	0.402	0.400	0.134	0.695	1.627	0.150	0.013	CSEO
p_pelagic	11	6	2	0.345	0.337	0.106	0.630	1.567	0.139	0.057	CSEO
p_pelagic	11	7	1	0.404	0.403	0.141	0.692	1.601	0.148	0.007	CSEO
p_pelagic	11	7	2	0.342	0.337	0.104	0.631	1.626	0.141	0.036	CSEO
p_pelagic	11	8	1	0.408	0.406	0.141	0.700	1.523	0.149	0.013	CSEO
p_pelagic	11	8	2	0.341	0.334	0.105	0.622	1.528	0.139	0.050	CSEO
p_pelagic	11	9	1	0.405	0.406	0.148	0.689	1.619	0.147	-0.007	CSEO
p_pelagic	11	9	2	0.341	0.331	0.104	0.633	1.591	0.141	0.071	CSEO
p_yellow	12	17	2	0.146	0.110	0.031	0.565	1.012	0.128	0.280	EWYKT
p_yellow	14	11	2	0.927	0.942	0.775	0.991	1.011	0.059	-0.253	NSEO
p_black	14	15	1	0.918	0.947	0.663	0.993	1.022	0.087	-0.332	NSEO
p_black	14	16	1	0.918	0.946	0.673	0.993	1.013	0.084	-0.333	NSEO
p_dsr	14	45	1	0.076	0.058	0.014	0.245	1.011	0.061	0.296	NSEO
p_yellow	15	23	1	0.371	0.357	0.131	0.681	1.014	0.149	0.094	SSEI
p_pelagic	16	1	1	0.394	0.389	0.147	0.666	1.068	0.139	0.036	SSEO
p_pelagic	16	1	2	0.371	0.365	0.125	0.661	1.082	0.139	0.043	SSEO
p_yellow	16	1	1	0.500	0.491	0.219	0.846	1.012	0.161	0.056	SSEO
p_pelagic	16	10	1	0.399	0.393	0.147	0.674	1.077	0.140	0.043	SSEO
p_pelagic	16	10	2	0.376	0.371	0.140	0.654	1.071	0.134	0.037	SSEO
p_yellow	16	10	1	0.503	0.493	0.218	0.855	1.011	0.163	0.061	SSEO
p_pelagic	16	11	1	0.397	0.391	0.156	0.670	1.059	0.137	0.044	SSEO
p_pelagic	16	11	2	0.376	0.369	0.146	0.653	1.051	0.135	0.052	SSEO
p_pelagic	16	12	1	0.405	0.398	0.159	0.683	1.055	0.136	0.051	SSEO
p_pelagic	16	12	2	0.380	0.370	0.136	0.666	1.057	0.139	0.072	SSEO
p_pelagic	16	13	1	0.404	0.400	0.162	0.678	1.070	0.136	0.029	SSEO
p_pelagic	16	13	2	0.380	0.371	0.146	0.651	1.065	0.134	0.067	SSEO
p_yellow	16	13	1	0.501	0.492	0.209	0.846	1.014	0.161	0.056	SSEO
p_yellow	16	13	2	0.497	0.488	0.218	0.830	1.012	0.161	0.056	SSEO
p_pelagic	16	14	1	0.407	0.403	0.162	0.681	1.045	0.137	0.029	SSEO
p_pelagic	16	14	2	0.386	0.379	0.150	0.657	1.048	0.135	0.052	SSEO
p_yellow	16	14	1	0.498	0.490	0.215	0.832	1.013	0.161	0.050	SSEO
p_pelagic	16	15	1	0.405	0.400	0.169	0.674	1.052	0.133	0.037	SSEO
p_pelagic	16	15	2	0.386	0.380	0.147	0.672	1.063	0.134	0.045	SSEO
p_yellow	16	15	2	0.495	0.484	0.213	0.843	1.010	0.163	0.068	SSEO
p_pelagic	16	16	1	0.406	0.400	0.171	0.685	1.057	0.134	0.045	SSEO
p_pelagic	16	16	2	0.383	0.373	0.157	0.656	1.067	0.132	0.076	SSEO
p_yellow	16	16	1	0.500	0.493	0.212	0.840	1.010	0.161	0.043	SSEO
p_pelagic	16	17	1	0.410	0.400	0.177	0.679	1.048	0.131	0.076	SSEO
p_pelagic	16	17	2	0.387	0.377	0.158	0.655	1.064	0.131	0.076	SSEO
p_pelagic	16	18	1	0.413	0.405	0.179	0.685	1.063	0.132	0.060	SSEO
p_pelagic	16	18	2	0.392	0.386	0.154	0.655	1.047	0.129	0.047	SSEO
p_pelagic	16	19	1	0.417	0.412	0.190	0.678	1.046	0.131	0.038	SSEO
p_pelagic	16	19	2	0.395	0.388	0.169	0.662	1.043	0.131	0.054	SSEO
p_pelagic	16	2	1	0.397	0.391	0.141	0.679	1.061	0.141	0.043	SSEO
p_pelagic	16	2	2	0.372	0.365	0.131	0.654	1.065	0.139	0.050	SSEO
p_yellow	16	2	1	0.496	0.485	0.214	0.850	1.014	0.162	0.068	SSEO
p_pelagic	16	20	1	0.422	0.419	0.184	0.678	1.033	0.131	0.023	SSEO
p_pelagic	16	20	2	0.401	0.395	0.173	0.673	1.046	0.131	0.046	SSEO
p_yellow	16	20	2	0.495	0.484	0.204	0.843	1.013	0.162	0.068	SSEO
p_pelagic	16	21	1	0.430	0.424	0.194	0.690	1.037	0.131	0.046	SSEO
p_pelagic	16	21	2	0.407	0.397	0.179	0.683	1.041	0.128	0.078	SSEO
p_yellow	16	21	2	0.496	0.487	0.208	0.839	1.011	0.163	0.055	SSEO
p_pelagic	16	22	2	0.412	0.405	0.189	0.671	1.016	0.126	0.055	SSEO
p_yellow	16	22	1	0.490	0.478	0.208	0.837	1.013	0.162	0.074	SSEO
p_yellow	16	22	2	0.493	0.481	0.209	0.844	1.011	0.165	0.073	SSEO
p_pelagic	16	23	2	0.307	0.296	0.128	0.551	1.016	0.111	0.099	SSEO
p_pelagic	16	3	1	0.394	0.389	0.141	0.690	1.069	0.143	0.035	SSEO
p_pelagic	16	3	2	0.370	0.362	0.129	0.656	1.070	0.138	0.058	SSEO
p_yellow	16	3	1	0.503	0.491	0.224	0.842	1.012	0.162	0.074	SSEO
p_pelagic	16	4	1	0.394	0.387	0.146	0.671	1.075	0.141	0.050	SSEO
p_pelagic	16	4	2	0.373	0.366	0.134	0.667	1.060	0.140	0.050	SSEO
p_pelagic	16	5	1	0.394	0.389	0.146	0.674	1.070	0.141	0.036	SSEO
p_pelagic	16	5	2	0.372	0.365	0.135	0.663	1.073	0.138	0.051	SSEO
p_pelagic	16	6	1	0.392	0.384	0.151	0.673	1.078	0.139	0.058	SSEO
p_pelagic	16	6	2	0.370	0.360	0.129	0.657	1.071	0.139	0.072	SSEO
p_yellow	16	6	1	0.502	0.493	0.223	0.839	1.012	0.162	0.056	SSEO
p_pelagic	16	7	1	0.393	0.386	0.149	0.666	1.082	0.136	0.051	SSEO
p_pelagic	16	7	2	0.373	0.362	0.137	0.650	1.069	0.135	0.081	SSEO
p_yellow	16	7	1	0.502	0.493	0.218	0.848	1.011	0.162	0.056	SSEO
p_yellow	16	7	2	0.495	0.485	0.210	0.851	1.012	0.165	0.061	SSEO
p_pelagic	16	8	1	0.396	0.389	0.152	0.674	1.056	0.137	0.051	SSEO
p_pelagic	16	8	2	0.377	0.371	0.130	0.661	1.074	0.139	0.043	SSEO
p_yellow	16	8	2	0.498	0.490	0.206	0.857	1.012	0.165	0.048	SSEO
p_pelagic	16	9	1	0.398	0.392	0.152	0.678	1.080	0.138	0.044	SSEO
p_pelagic	16	9	2	0.377	0.370	0.132	0.671	1.063	0.137	0.051	SSEO
p_pelagic	3	1	1	0.550	0.555	0.291	0.796	1.014	0.133	-0.038	PWSI
p_pelagic	3	1	2	0.190	0.177	0.066	0.383	1.011	0.083	0.157	PWSI
p_pelagic	3	10	1	0.547	0.551	0.272	0.781	1.021	0.132	-0.030	PWSI
p_pelagic	3	10	2	0.190	0.178	0.065	0.381	1.012	0.083	0.144	PWSI
p_pelagic	3	11	1	0.549	0.553	0.286	0.786	1.024	0.132	-0.030	PWSI
p_pelagic	3	11	2	0.190	0.174	0.066	0.391	1.019	0.085	0.188	PWSI
p_pelagic	3	12	1	0.547	0.550	0.291	0.787	1.013	0.131	-0.023	PWSI
p_pelagic	3	12	2	0.187	0.173	0.063	0.377	1.013	0.082	0.170	PWSI
p_pelagic	3	13	1	0.549	0.557	0.278	0.791	1.012	0.132	-0.061	PWSI
p_pelagic	3	13	2	0.190	0.176	0.064	0.391	1.025	0.084	0.166	PWSI
p_pelagic	3	14	1	0.553	0.556	0.285	0.791	1.017	0.131	-0.023	PWSI
p_pelagic	3	14	2	0.190	0.178	0.064	0.390	1.011	0.085	0.141	PWSI
p_pelagic	3	15	1	0.544	0.551	0.287	0.778	1.017	0.128	-0.055	PWSI
p_pelagic	3	15	2	0.188	0.176	0.066	0.384	1.015	0.083	0.145	PWSI
p_pelagic	3	16	1	0.553	0.560	0.289	0.785	1.014	0.130	-0.054	PWSI
p_pelagic	3	16	2	0.189	0.173	0.065	0.389	1.024	0.085	0.188	PWSI
p_pelagic	3	17	1	0.550	0.553	0.284	0.786	1.023	0.131	-0.023	PWSI
p_pelagic	3	17	2	0.190	0.175	0.068	0.390	1.016	0.084	0.179	PWSI
p_pelagic	3	18	1	0.550	0.553	0.295	0.790	1.013	0.128	-0.023	PWSI
p_pelagic	3	18	2	0.191	0.179	0.066	0.384	1.016	0.084	0.143	PWSI
p_pelagic	3	19	1	0.552	0.558	0.289	0.784	1.012	0.129	-0.047	PWSI
p_pelagic	3	19	2	0.190	0.177	0.067	0.389	1.020	0.084	0.155	PWSI
p_pelagic	3	2	1	0.544	0.551	0.286	0.779	1.014	0.129	-0.054	PWSI
p_pelagic	3	2	2	0.189	0.175	0.065	0.386	1.014	0.083	0.169	PWSI
p_pelagic	3	3	1	0.548	0.555	0.278	0.793	1.016	0.133	-0.053	PWSI
p_pelagic	3	3	2	0.187	0.173	0.064	0.389	1.018	0.082	0.170	PWSI
p_pelagic	3	4	1	0.545	0.551	0.278	0.783	1.019	0.132	-0.045	PWSI
p_pelagic	3	4	2	0.189	0.175	0.063	0.390	1.018	0.085	0.164	PWSI
p_pelagic	3	5	1	0.549	0.556	0.285	0.781	1.020	0.130	-0.054	PWSI
p_pelagic	3	5	2	0.191	0.180	0.064	0.392	1.012	0.086	0.128	PWSI
p_pelagic	3	6	1	0.547	0.553	0.286	0.787	1.012	0.131	-0.046	PWSI
p_pelagic	3	7	1	0.548	0.555	0.288	0.786	1.021	0.130	-0.054	PWSI
p_pelagic	3	7	2	0.189	0.176	0.063	0.387	1.020	0.084	0.154	PWSI
p_pelagic	3	8	1	0.544	0.548	0.270	0.783	1.019	0.130	-0.031	PWSI
p_pelagic	3	8	2	0.187	0.174	0.065	0.390	1.011	0.083	0.156	PWSI
p_pelagic	3	9	1	0.547	0.548	0.280	0.782	1.019	0.130	-0.008	PWSI
p_pelagic	3	9	2	0.187	0.173	0.066	0.387	1.017	0.083	0.169	PWSI
p_yellow	4	1	1	0.889	0.903	0.718	0.985	1.019	0.071	-0.196	PWSO
p_yellow	4	10	1	0.887	0.902	0.713	0.980	1.013	0.071	-0.212	PWSO
p_yellow	4	10	2	0.881	0.898	0.684	0.980	1.010	0.077	-0.220	PWSO
p_yellow	4	11	1	0.886	0.901	0.716	0.981	1.013	0.071	-0.213	PWSO
p_yellow	4	11	2	0.881	0.896	0.687	0.980	1.011	0.077	-0.196	PWSO
p_yellow	4	14	1	0.882	0.899	0.689	0.977	1.017	0.074	-0.229	PWSO
p_yellow	4	15	2	0.878	0.895	0.699	0.975	1.013	0.075	-0.226	PWSO
p_yellow	4	16	1	0.882	0.899	0.697	0.975	1.011	0.073	-0.234	PWSO
p_yellow	4	2	1	0.885	0.902	0.704	0.985	1.015	0.074	-0.229	PWSO
p_yellow	4	2	2	0.881	0.897	0.696	0.985	1.014	0.077	-0.208	PWSO
p_yellow	4	3	1	0.888	0.902	0.698	0.985	1.011	0.073	-0.192	PWSO
p_yellow	4	4	2	0.882	0.898	0.691	0.984	1.014	0.077	-0.209	PWSO
p_yellow	4	5	2	0.881	0.898	0.692	0.984	1.012	0.076	-0.223	PWSO
p_yellow	4	6	1	0.884	0.901	0.696	0.983	1.010	0.076	-0.222	PWSO
p_yellow	4	6	2	0.882	0.899	0.688	0.982	1.017	0.077	-0.221	PWSO
p_yellow	4	7	1	0.887	0.902	0.715	0.984	1.011	0.072	-0.208	PWSO
p_black	8	40	1	0.485	0.417	0.345	0.963	1.019	0.188	0.361	afognak
p_black	8	48	1	0.524	0.491	0.410	0.963	1.033	0.128	0.257	afognak

Table Xb. True parameters with an Rhat in excess of 1.1

variable	area_n	year/species	mean	median	lower	upper	Rhat	sd	skew	year	area
beta1_pH	1	1	2.989	2.897	2.032	4.751	1.154	0.655	0.140		CI
beta2_pH	1	1	0.651	0.575	0.231	1.664	1.129	0.388	0.196		CI
beta0_pH	10	1	-0.155	-0.028	-1.690	0.435	1.711	0.510	-0.249		northeast
beta0_pH	10	3	0.019	0.204	-2.179	1.012	1.148	0.808	-0.229		northeast
beta1_pH	10	1	2.771	2.659	1.777	4.319	1.562	0.666	0.168		northeast
beta1_pH	10	3	3.993	3.360	2.298	9.895	1.182	1.822	0.347		northeast
beta2_pH	10	3	3.113	0.850	0.140	17.131	1.111	4.571	0.495		northeast
beta3_pH	10	1	31.791	31.961	26.789	35.132	1.280	1.940	-0.088		northeast
beta0_pH	11	1	0.460	0.530	-0.233	0.903	1.774	0.299	-0.234		CSEO
beta1_pH	11	1	2.747	2.683	2.112	3.667	1.446	0.405	0.158		CSEO
beta2_pH	11	1	0.768	0.612	0.301	2.161	1.278	0.497	0.314		CSEO
beta2_pH	11	4	-5.704	-4.266	-17.728	-0.729	1.195	4.545	-0.316		CSEO
beta3_pH	11	1	31.844	31.967	29.445	33.729	1.361	1.119	-0.110		CSEO
beta0_pelagic	11		-0.437	-0.217	-1.385	0.069	4.501	0.456	-0.482		CSEO
beta1_pelagic	11		1.511	1.249	0.856	2.575	4.488	0.549	0.477		CSEO
beta2_pelagic	11		1.342	0.772	0.176	5.381	1.438	1.432	0.398		CSEO
beta3_pelagic	11		29.187	29.480	25.102	32.423	2.071	1.905	-0.154		CSEO
beta2_yellow	11		-3.278	-2.180	-14.733	-0.431	1.130	3.758	-0.292		CSEO
beta2_pH	12	4	-5.866	-4.342	-17.915	-0.929	1.200	4.614	-0.330		EWYKT
beta0_pH	13	4	0.695	0.717	-0.251	1.560	1.116	0.468	-0.047		NSEI
beta1_pH	13	4	1.338	1.329	0.382	2.323	1.109	0.494	0.018		NSEI
beta2_pH	13	4	-5.648	-4.148	-17.877	-0.902	1.217	4.555	-0.329		NSEI
beta2_pelagic	13		0.337	0.247	0.118	1.220	1.176	0.335	0.269		NSEI
beta2_pH	14	4	-5.725	-4.141	-18.207	-1.153	1.200	4.540	-0.349		NSEO
beta1_pelagic	14		1.763	1.701	1.133	2.838	1.149	0.409	0.152		NSEO
beta0_pH	15	1	0.024	0.041	-0.448	0.378	1.234	0.204	-0.083		SSEI
beta0_pH	15	4	0.613	0.641	-0.342	1.362	1.201	0.446	-0.063		SSEI
beta1_pH	15	1	2.434	2.421	1.938	3.046	1.174	0.269	0.048		SSEI
beta1_pH	15	4	1.463	1.442	0.618	2.560	1.161	0.504	0.042		SSEI
beta2_pH	15	1	0.930	0.840	0.400	2.040	1.143	0.446	0.202		SSEI
beta2_pH	15	4	-5.243	-3.542	-17.856	-0.044	1.300	4.687	-0.363		SSEI
beta3_pH	15	4	40.673	40.913	37.014	42.373	1.236	1.386	-0.173		SSEI
beta0_pelagic	15		-0.257	-0.226	-0.553	-0.188	1.205	0.097	-0.318		SSEI
beta0_yellow	15		-1.057	-0.991	-2.095	-0.800	1.355	0.296	-0.223		SSEI
beta1_yellow	15		0.892	0.772	0.093	2.587	1.152	0.629	0.191		SSEI
beta2_pH	16	4	-5.914	-4.452	-18.110	-1.354	1.187	4.376	-0.334		SSEO
beta0_pelagic	16		-0.494	-0.387	-1.372	0.063	1.263	0.403	-0.265		SSEO
beta3_pelagic	16		32.352	31.850	26.383	40.132	1.168	3.499	0.143		SSEO
beta1_yellow	16		0.325	0.140	0.011	1.579	1.114	0.515	0.359		SSEO
mu_beta1_pH	2	3	4.002	3.651	1.020	9.391	1.111	2.090	0.168		NG
mu_beta2_pH	2	3	3.583	1.976	-1.183	16.819	1.108	4.590	0.350		NG
beta0_pH	2	1	0.785	0.856	-0.068	1.487	1.228	0.438	-0.162		NG
beta3_pH	2	1	32.187	31.678	27.689	39.929	1.510	2.954	0.172		NG
beta0_yellow	2		0.531	0.551	0.227	0.693	1.167	0.136	-0.147		NG
mu_beta2_pH	3	4	-5.256	-3.716	-16.600	-0.412	1.238	4.451	-0.346		PWSI
beta0_pH	3	1	0.810	0.867	-0.533	1.635	1.122	0.541	-0.105		PWSI
beta1_pH	3	1	2.860	2.728	1.353	5.029	1.186	0.991	0.133		PWSI
beta2_pH	3	1	0.432	0.259	0.092	2.269	1.116	0.519	0.333		PWSI
beta4_pH	3	4	0.923	0.604	0.102	3.438	1.174	1.987	0.161		PWSI
beta0_pelagic	3		0.203	0.257	-0.378	0.542	1.158	0.234	-0.231		PWSI
beta1_pelagic	3		0.756	0.725	0.355	1.378	1.140	0.246	0.126		PWSI
beta3_pelagic	3		28.171	28.968	23.264	31.927	1.108	2.696	-0.296		PWSI
beta0_pH	4	1	0.909	0.993	-0.070	1.628	1.105	0.468	-0.179		PWSO
beta2_pH	4	1	0.370	0.273	0.099	1.390	1.150	0.316	0.307		PWSO
beta3_pH	4	1	32.334	31.969	27.115	40.834	1.131	3.093	0.118		PWSO
beta3_pelagic	4		26.307	26.326	23.549	30.268	1.125	1.588	-0.012		PWSO
beta0_yellow	4		0.814	0.930	-0.307	1.188	1.135	0.374	-0.310		PWSO
beta1_yellow	4		1.529	1.196	0.635	4.433	1.111	0.942	0.353		PWSO
beta1_pH	5	1	2.697	2.617	1.765	4.145	1.108	0.594	0.135		BSAI
beta4_pH	5	4	0.845	0.604	0.118	3.005	1.143	1.416	0.170		BSAI
beta4_pH	5	5	0.876	0.605	0.123	2.946	1.231	2.544	0.107		BSAI
beta4_pH	6	3	1.063	0.746	0.178	3.248	1.233	3.482	0.091		SOKO2SAP
beta2_pH	8	3	5.008	3.608	0.632	16.977	1.101	4.363	0.321		afognak
beta2_pH	9	3	2.570	0.556	0.217	16.715	1.123	4.425	0.455		eastside
lambda_H	10		0.309	0.184	0.027	1.183	1.136	0.762	0.164		northeast
lambda_H	15		0.021	0.014	0.003	0.074	1.142	0.038	0.182		SSEI

Table Xc. Summary statistics describing the characteristics of the derived harvest and release estimates that are not converged relative to an Rhat of 1.01.

Statistic	non.BSAI.SOKO.Harv	BSAI.SOKO.Harv	non.BSAI.SOKO.Rel	BSAI.SOKO.Rel
n unconverged at Rhat = 1.01	1,264.00	237.00	1,786.00	390.00
Prop. of total	0.84	0.16	0.82	0.18
Prop. median less than 1	0.15	0.21	0.21	0.41
Prop. median less than 10	0.23	0.52	0.34	0.66
Prop. median less than 50	0.35	0.74	0.47	0.81
Median of the median values	306.95	8.77	61.33	2.95
Mean of the median values	1,467.66	110.16	722.56	82.54
Mean skew of posteriors	0.20	0.28	0.26	0.24

Table Xd. Summary statistics describing the characteristics of the derived harvest and release estimates that are not converged relative to an Rhat of 1.1.

Statistic	non.BSAI.SOKO.Harv	BSAI.SOKO.Harv	non.BSAI.SOKO.Rel	BSAI.SOKO.Rel
n unconverged at Rhat = 1.1	144.00	14.00	146.00	58.00
Prop. of total	0.91	0.09	0.72	0.28
Prop. median less than 1	0.05	0.64	0.44	0.48
Prop. median less than 10	0.05	0.93	0.49	0.71
Prop. median less than 50	0.05	1.00	0.54	0.95
Median of the median values	1,702.25	0.48	34.38	2.05
Mean of the median values	1,751.12	1.78	739.41	11.75
Mean skew of posteriors	0.16	0.20	0.20	0.16

Table Xe. All parameters and derived quantities that are not converged relative to an Rhat of 1.1.

variable	Freq
beta0_pelagic	4
beta0_pH	8
beta0_yellow	3
beta1_pelagic	3
beta1_pH	7
beta1_yellow	3
beta2_pelagic	2
beta2_pH	13
beta2_yellow	1
beta3_pelagic	3
beta3_pH	5
beta4_pH	4
Bp_ay	18
Bp_ayg	17
H_ayg	1
Hb_ay	21
Hb_ayg	22
Hb_ayu	13
Hd_ay	19
Hd_ayg	10
Hd_ayu	4
Ho_ay	26
Ho_ayg	14
Ho_ayu	13
Hp_ay	21
Hp_ayg	22
Hp_ayu	14
Hs_ayu	3
Hy_ay	22
Hy_ayg	24
Hy_ayu	19
lambda_H	2
mu_beta1_pH	1
mu_beta2_pH	1
mu_wt	9
mu2_wt	1
p_pelagic	43
pH	25
R_ay	35
R_ayg	30
R_ayu	21
Rb_ay	20
Rb_ayg	31
Rd_ay	2
Rd_ayg	2
Rd_ayu	5
re_pelagic	31
re_pH	33
re_yellow	4
Ro_ay	56
Ro_ayg	21
Ro_ayu	63
Rp_ay	19
Rp_ayg	31
Rs_ay	3
Rs_ayg	7
Rs_ayu	21
Ry_ay	14
Ry_ayg	3
Ry_ayu	27
sd2_wt	1

Parameter estimates:

Summary Table of Parameter Estimates

Parameter	mean	sd	Lower_CI	Median	Upper_CI
mu_bc_H[1]	-0.142	0.066	-0.269	-0.144	-0.006
mu_bc_H[2]	-0.104	0.040	-0.174	-0.107	-0.018
mu_bc_H[3]	-0.413	0.068	-0.543	-0.416	-0.280
mu_bc_H[4]	-1.152	0.230	-1.664	-1.141	-0.714
mu_bc_H[5]	1.276	1.197	-0.012	0.997	4.246
mu_bc_H[6]	-2.293	0.378	-3.025	-2.284	-1.554
mu_bc_H[7]	-0.486	0.108	-0.705	-0.484	-0.287
mu_bc_H[8]	0.242	0.349	-0.333	0.213	0.992
mu_bc_H[9]	-0.346	0.148	-0.648	-0.343	-0.065
mu_bc_H[10]	-0.118	0.063	-0.239	-0.120	0.009
mu_bc_H[11]	-0.113	0.040	-0.195	-0.113	-0.033
mu_bc_H[12]	-0.259	0.111	-0.493	-0.253	-0.052
mu_bc_H[13]	-0.178	0.078	-0.334	-0.179	-0.027
mu_bc_H[14]	-0.356	0.102	-0.567	-0.352	-0.169
mu_bc_H[15]	-0.329	0.047	-0.420	-0.329	-0.236
mu_bc_H[16]	-0.273	0.383	-0.966	-0.299	0.524
mu_bc_R[1]	1.636	0.182	1.290	1.636	1.990
mu_bc_R[2]	1.611	0.093	1.427	1.612	1.794
mu_bc_R[3]	1.371	0.148	1.074	1.369	1.652
mu_bc_R[4]	1.094	0.183	0.725	1.098	1.454
mu_bc_R[5]	1.438	0.776	-0.151	1.466	2.929
mu_bc_R[6]	-2.026	0.704	-3.474	-1.989	-0.678
mu_bc_R[7]	0.302	0.203	-0.113	0.312	0.682
mu_bc_R[8]	0.520	0.228	0.070	0.518	0.972
mu_bc_R[9]	0.619	0.264	0.101	0.623	1.130
mu_bc_R[10]	1.566	0.162	1.250	1.566	1.889
mu_bc_R[11]	0.981	0.131	0.719	0.982	1.238
mu_bc_R[12]	0.952	0.281	0.422	0.951	1.546
mu_bc_R[13]	1.131	0.164	0.806	1.137	1.458
mu_bc_R[14]	1.176	0.219	0.742	1.171	1.609
mu_bc_R[15]	0.701	0.183	0.347	0.697	1.065
mu_bc_R[16]	1.120	0.171	0.762	1.125	1.457
tau_pH[1]	2.433	0.180	2.086	2.432	2.790
tau_pH[2]	1.576	0.152	1.295	1.567	1.894
tau_pH[3]	1.304	0.123	1.070	1.300	1.547
tau_pH[4]	1.207	0.170	0.909	1.194	1.580
tau_pH[5]	0.457	0.080	0.323	0.451	0.627
beta0_pH[1,1]	0.388	0.220	-0.135	0.399	0.790
beta0_pH[2,1]	0.785	0.438	-0.068	0.856	1.487
beta0_pH[3,1]	0.810	0.541	-0.533	0.867	1.635
beta0_pH[4,1]	0.909	0.468	-0.070	0.993	1.628
beta0_pH[5,1]	-1.092	0.486	-2.283	-1.022	-0.348
beta0_pH[6,1]	-0.528	0.375	-1.404	-0.485	0.117
beta0_pH[7,1]	0.758	0.011	0.738	0.758	0.779
beta0_pH[8,1]	-0.520	0.304	-1.195	-0.503	0.000
beta0_pH[9,1]	-0.940	0.461	-1.927	-0.873	-0.210
beta0_pH[10,1]	-0.155	0.510	-1.690	-0.028	0.435
beta0_pH[11,1]	0.460	0.299	-0.233	0.530	0.903
beta0_pH[12,1]	0.564	0.219	0.115	0.581	0.952
beta0_pH[13,1]	-0.891	0.196	-1.288	-0.881	-0.553
beta0_pH[14,1]	-0.094	0.162	-0.403	-0.096	0.223
beta0_pH[15,1]	0.024	0.204	-0.448	0.041	0.378
beta0_pH[16,1]	-0.748	0.209	-1.183	-0.743	-0.383
beta0_pH[1,2]	2.568	0.086	2.405	2.567	2.736
beta0_pH[2,2]	3.080	0.022	3.038	3.080	3.123
beta0_pH[3,2]	3.628	0.041	3.548	3.628	3.710
beta0_pH[4,2]	2.936	0.019	2.899	2.936	2.972
beta0_pH[5,2]	4.572	1.315	2.781	4.293	8.005
beta0_pH[6,2]	3.331	0.157	3.035	3.326	3.654
beta0_pH[7,2]	2.033	0.050	1.937	2.033	2.130
beta0_pH[8,2]	2.823	0.065	2.697	2.822	2.951
beta0_pH[9,2]	3.960	0.207	3.579	3.953	4.390
beta0_pH[10,2]	3.997	0.130	3.757	3.993	4.255
beta0_pH[11,2]	1.885	0.009	1.868	1.886	1.904
beta0_pH[12,2]	1.795	0.068	1.667	1.792	1.935
beta0_pH[13,2]	2.495	0.026	2.446	2.495	2.547
beta0_pH[14,2]	1.804	0.024	1.756	1.804	1.850
beta0_pH[15,2]	2.544	0.017	2.511	2.544	2.576
beta0_pH[16,2]	2.760	0.025	2.713	2.759	2.809
beta0_pH[1,3]	1.119	0.347	0.235	1.180	1.664
beta0_pH[2,3]	2.128	0.017	2.094	2.128	2.162
beta0_pH[3,3]	2.693	0.024	2.647	2.692	2.740
beta0_pH[4,3]	2.980	0.034	2.913	2.980	3.047
beta0_pH[5,3]	3.051	1.773	0.827	2.648	7.562
beta0_pH[6,3]	1.356	0.371	0.720	1.330	2.144
beta0_pH[7,3]	0.859	0.049	0.764	0.860	0.953
beta0_pH[8,3]	0.317	0.136	0.032	0.325	0.559
beta0_pH[9,3]	-2.018	0.983	-3.932	-2.050	-0.383
beta0_pH[10,3]	0.019	0.808	-2.179	0.204	1.012
beta0_pH[11,3]	1.117	0.460	0.119	1.149	1.965
beta0_pH[12,3]	1.050	0.627	-0.206	1.031	2.221
beta0_pH[13,3]	0.986	0.433	0.050	1.010	1.754
beta0_pH[14,3]	0.571	0.392	-0.253	0.592	1.281
beta0_pH[15,3]	0.725	0.391	-0.091	0.745	1.425
beta0_pH[16,3]	1.197	0.569	0.099	1.193	2.328
beta0_pH[11,4]	0.880	0.402	0.075	0.891	1.669
beta0_pH[12,4]	0.934	0.669	-0.366	0.902	2.259
beta0_pH[13,4]	0.695	0.468	-0.251	0.717	1.560
beta0_pH[14,4]	0.288	0.432	-0.671	0.324	1.034
beta0_pH[15,4]	0.613	0.446	-0.342	0.641	1.362
beta0_pH[16,4]	0.944	0.566	-0.159	0.926	2.093
beta0_pH[11,5]	2.966	0.143	2.709	2.961	3.263
beta0_pH[12,5]	-0.692	0.570	-1.852	-0.689	0.438
beta0_pH[13,5]	4.858	0.399	4.111	4.840	5.680
beta0_pH[14,5]	3.881	0.363	3.241	3.868	4.649
beta0_pH[15,5]	2.281	0.122	2.053	2.275	2.535
beta0_pH[16,5]	0.199	0.092	0.058	0.187	0.417
beta1_pH[1,1]	2.989	0.655	2.032	2.897	4.751
beta1_pH[2,1]	2.740	0.815	1.444	2.612	4.693
beta1_pH[3,1]	2.860	0.991	1.353	2.728	5.029
beta1_pH[4,1]	3.152	1.045	1.736	2.880	5.526
beta1_pH[5,1]	2.697	0.594	1.765	2.617	4.145
beta1_pH[6,1]	2.491	0.841	1.289	2.341	4.647
beta1_pH[7,1]	0.000	0.000	0.000	0.000	0.000
beta1_pH[8,1]	2.557	0.815	1.292	2.407	4.593
beta1_pH[9,1]	2.674	0.674	1.623	2.581	4.399
beta1_pH[10,1]	2.771	0.666	1.777	2.659	4.319
beta1_pH[11,1]	2.747	0.405	2.112	2.683	3.667
beta1_pH[12,1]	2.931	0.305	2.382	2.915	3.547
beta1_pH[13,1]	3.729	0.291	3.214	3.718	4.308
beta1_pH[14,1]	3.002	0.272	2.476	2.999	3.567
beta1_pH[15,1]	2.434	0.269	1.938	2.421	3.046
beta1_pH[16,1]	3.751	0.288	3.227	3.745	4.341
beta1_pH[1,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[2,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[3,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[4,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[5,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[6,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[7,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[8,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[9,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[10,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[11,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[12,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[13,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[14,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[15,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[16,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[1,3]	1.851	0.983	0.057	1.777	4.177
beta1_pH[2,3]	0.000	0.000	0.000	0.000	0.000
beta1_pH[3,3]	0.000	0.000	0.000	0.000	0.000
beta1_pH[4,3]	0.000	0.000	0.000	0.000	0.000
beta1_pH[5,3]	0.000	0.000	0.000	0.000	0.000
beta1_pH[6,3]	0.000	0.000	0.000	0.000	0.000
beta1_pH[7,3]	0.000	0.000	0.000	0.000	0.000
beta1_pH[8,3]	3.558	1.065	1.697	3.461	6.027
beta1_pH[9,3]	4.510	1.237	2.630	4.363	7.340
beta1_pH[10,3]	3.993	1.822	2.298	3.360	9.895
beta1_pH[11,3]	2.187	0.489	1.244	2.179	3.203
beta1_pH[12,3]	2.986	0.629	1.889	2.961	4.268
beta1_pH[13,3]	2.005	0.463	1.166	1.994	2.936
beta1_pH[14,3]	2.211	0.441	1.382	2.205	3.112
beta1_pH[15,3]	2.100	0.455	1.263	2.074	3.025
beta1_pH[16,3]	3.297	0.622	2.102	3.303	4.506
beta1_pH[11,4]	1.960	0.465	1.039	1.949	2.917
beta1_pH[12,4]	2.903	0.669	1.604	2.915	4.277
beta1_pH[13,4]	1.338	0.494	0.382	1.329	2.323
beta1_pH[14,4]	2.111	0.492	1.242	2.080	3.191
beta1_pH[15,4]	1.463	0.504	0.618	1.442	2.560
beta1_pH[16,4]	3.012	0.630	1.757	3.019	4.226
beta1_pH[11,5]	0.000	0.000	0.000	0.000	0.000
beta1_pH[12,5]	0.000	0.000	0.000	0.000	0.000
beta1_pH[13,5]	0.000	0.000	0.000	0.000	0.000
beta1_pH[14,5]	0.000	0.000	0.000	0.000	0.000
beta1_pH[15,5]	0.000	0.000	0.000	0.000	0.000
beta1_pH[16,5]	0.000	0.000	0.000	0.000	0.000
beta2_pH[1,1]	0.651	0.388	0.231	0.575	1.664
beta2_pH[2,1]	0.478	0.484	0.114	0.330	1.913
beta2_pH[3,1]	0.432	0.519	0.092	0.259	2.269
beta2_pH[4,1]	0.370	0.316	0.099	0.273	1.390
beta2_pH[5,1]	1.393	1.304	0.245	0.988	4.924
beta2_pH[6,1]	0.567	0.855	0.120	0.324	2.673
beta2_pH[7,1]	0.000	0.000	0.000	0.000	0.000
beta2_pH[8,1]	0.515	0.754	0.126	0.319	2.331
beta2_pH[9,1]	0.532	0.561	0.142	0.388	1.915
beta2_pH[10,1]	0.693	0.802	0.179	0.488	2.387
beta2_pH[11,1]	0.768	0.497	0.301	0.612	2.161
beta2_pH[12,1]	1.208	0.592	0.570	1.056	3.061
beta2_pH[13,1]	0.890	0.283	0.506	0.845	1.516
beta2_pH[14,1]	1.011	0.480	0.498	0.898	2.497
beta2_pH[15,1]	0.930	0.446	0.400	0.840	2.040
beta2_pH[16,1]	1.132	0.420	0.685	1.046	2.200
beta2_pH[1,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[2,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[3,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[4,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[5,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[6,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[7,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[8,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[9,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[10,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[11,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[12,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[13,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[14,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[15,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[16,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[1,3]	6.835	6.482	0.226	5.284	22.077
beta2_pH[2,3]	0.000	0.000	0.000	0.000	0.000
beta2_pH[3,3]	0.000	0.000	0.000	0.000	0.000
beta2_pH[4,3]	0.000	0.000	0.000	0.000	0.000
beta2_pH[5,3]	0.000	0.000	0.000	0.000	0.000
beta2_pH[6,3]	0.000	0.000	0.000	0.000	0.000
beta2_pH[7,3]	0.000	0.000	0.000	0.000	0.000
beta2_pH[8,3]	5.008	4.363	0.632	3.608	16.977
beta2_pH[9,3]	2.570	4.425	0.217	0.556	16.715
beta2_pH[10,3]	3.113	4.571	0.140	0.850	17.131
beta2_pH[11,3]	-6.124	4.723	-18.134	-4.809	-0.589
beta2_pH[12,3]	-6.901	4.619	-18.167	-5.900	-1.028
beta2_pH[13,3]	-6.361	4.638	-18.241	-5.050	-1.108
beta2_pH[14,3]	-6.459	4.602	-18.468	-5.038	-1.271
beta2_pH[15,3]	-6.791	4.694	-18.668	-5.463	-1.261
beta2_pH[16,3]	-6.604	4.399	-17.710	-5.346	-1.542
beta2_pH[11,4]	-5.704	4.545	-17.728	-4.266	-0.729
beta2_pH[12,4]	-5.866	4.614	-17.915	-4.342	-0.929
beta2_pH[13,4]	-5.648	4.555	-17.877	-4.148	-0.902
beta2_pH[14,4]	-5.725	4.540	-18.207	-4.141	-1.153
beta2_pH[15,4]	-5.243	4.687	-17.856	-3.542	-0.044
beta2_pH[16,4]	-5.914	4.376	-18.110	-4.452	-1.354
beta2_pH[11,5]	0.000	0.000	0.000	0.000	0.000
beta2_pH[12,5]	0.000	0.000	0.000	0.000	0.000
beta2_pH[13,5]	0.000	0.000	0.000	0.000	0.000
beta2_pH[14,5]	0.000	0.000	0.000	0.000	0.000
beta2_pH[15,5]	0.000	0.000	0.000	0.000	0.000
beta2_pH[16,5]	0.000	0.000	0.000	0.000	0.000
beta3_pH[1,1]	35.003	1.275	32.754	34.932	37.842
beta3_pH[2,1]	32.187	2.954	27.689	31.678	39.929
beta3_pH[3,1]	32.468	2.761	27.169	32.393	38.941
beta3_pH[4,1]	32.334	3.093	27.115	31.969	40.834
beta3_pH[5,1]	27.377	1.309	25.256	27.294	30.159
beta3_pH[6,1]	34.598	3.690	28.104	34.033	41.929
beta3_pH[7,1]	25.000	0.000	25.000	25.000	25.000
beta3_pH[8,1]	36.891	3.531	30.554	37.073	42.870
beta3_pH[9,1]	29.865	2.449	26.204	29.504	35.630
beta3_pH[10,1]	31.791	1.940	26.789	31.961	35.132
beta3_pH[11,1]	31.844	1.119	29.445	31.967	33.729
beta3_pH[12,1]	30.545	0.535	29.429	30.572	31.529
beta3_pH[13,1]	30.989	0.496	30.052	30.976	32.007
beta3_pH[14,1]	32.348	0.659	31.174	32.322	33.693
beta3_pH[15,1]	30.875	0.764	29.266	30.917	32.292
beta3_pH[16,1]	29.880	0.361	29.194	29.865	30.612
beta3_pH[1,2]	33.993	5.195	25.460	34.020	42.542
beta3_pH[2,2]	34.056	5.118	25.502	34.139	42.545
beta3_pH[3,2]	30.444	7.277	18.602	30.325	42.366
beta3_pH[4,2]	30.362	7.365	18.577	30.269	42.316
beta3_pH[5,2]	30.449	7.057	18.630	30.203	42.129
beta3_pH[6,2]	30.497	7.349	18.537	30.441	42.426
beta3_pH[7,2]	25.000	0.000	25.000	25.000	25.000
beta3_pH[8,2]	25.000	0.000	25.000	25.000	25.000
beta3_pH[9,2]	25.000	0.000	25.000	25.000	25.000
beta3_pH[10,2]	25.000	0.000	25.000	25.000	25.000
beta3_pH[11,2]	24.000	0.000	24.000	24.000	24.000
beta3_pH[12,2]	24.000	0.000	24.000	24.000	24.000
beta3_pH[13,2]	24.000	0.000	24.000	24.000	24.000
beta3_pH[14,2]	24.000	0.000	24.000	24.000	24.000
beta3_pH[15,2]	24.000	0.000	24.000	24.000	24.000
beta3_pH[16,2]	24.000	0.000	24.000	24.000	24.000
beta3_pH[1,3]	38.293	3.240	29.874	39.615	42.082
beta3_pH[2,3]	33.918	5.251	25.418	33.914	42.523
beta3_pH[3,3]	30.534	7.235	18.659	30.525	42.385
beta3_pH[4,3]	30.570	7.230	18.656	30.738	42.241
beta3_pH[5,3]	25.000	0.000	25.000	25.000	25.000
beta3_pH[6,3]	25.000	0.000	25.000	25.000	25.000
beta3_pH[7,3]	25.000	0.000	25.000	25.000	25.000
beta3_pH[8,3]	41.631	0.591	40.485	41.619	42.796
beta3_pH[9,3]	31.819	1.303	30.060	31.535	34.094
beta3_pH[10,3]	35.532	1.813	32.184	35.652	39.900
beta3_pH[11,3]	40.644	1.070	38.999	40.621	42.682
beta3_pH[12,3]	41.806	1.077	39.133	42.248	42.856
beta3_pH[13,3]	41.376	0.669	40.101	41.371	42.762
beta3_pH[14,3]	40.481	0.657	39.162	40.519	41.697
beta3_pH[15,3]	40.635	0.586	39.285	40.652	41.829
beta3_pH[16,3]	41.976	0.399	41.112	41.999	42.755
beta3_pH[11,4]	40.335	0.913	38.503	40.371	42.078
beta3_pH[12,4]	41.649	0.988	39.465	42.063	42.831
beta3_pH[13,4]	41.478	1.143	39.176	41.662	42.923
beta3_pH[14,4]	40.466	0.663	39.102	40.480	41.751
beta3_pH[15,4]	40.673	1.386	37.014	40.913	42.373
beta3_pH[16,4]	41.891	0.433	41.049	41.919	42.757
beta3_pH[11,5]	25.000	0.000	25.000	25.000	25.000
beta3_pH[12,5]	25.000	0.000	25.000	25.000	25.000
beta3_pH[13,5]	25.000	0.000	25.000	25.000	25.000
beta3_pH[14,5]	25.000	0.000	25.000	25.000	25.000
beta3_pH[15,5]	25.000	0.000	25.000	25.000	25.000
beta3_pH[16,5]	25.000	0.000	25.000	25.000	25.000
beta4_pH[1,1]	0.257	0.021	0.216	0.257	0.298
beta4_pH[2,1]	0.208	0.005	0.198	0.208	0.218
beta4_pH[3,1]	0.171	0.007	0.158	0.171	0.185
beta4_pH[4,1]	0.292	0.012	0.270	0.292	0.314
beta4_pH[5,1]	0.827	0.979	0.127	0.605	2.946
beta4_pH[6,1]	0.979	0.910	0.190	0.748	3.387
beta4_pH[7,1]	0.835	0.353	0.323	0.779	1.676
beta4_pH[8,1]	0.157	0.070	0.042	0.147	0.319
beta4_pH[9,1]	0.213	0.089	0.056	0.208	0.400
beta4_pH[10,1]	0.001	0.001	0.000	0.001	0.003
beta4_pH[11,1]	0.449	0.012	0.425	0.449	0.473
beta4_pH[12,1]	0.609	0.024	0.563	0.609	0.657
beta4_pH[13,1]	0.625	0.014	0.599	0.625	0.652
beta4_pH[14,1]	0.648	0.030	0.590	0.647	0.706
beta4_pH[15,1]	0.797	0.021	0.758	0.796	0.838
beta4_pH[16,1]	1.080	0.044	0.996	1.079	1.167
beta4_pH[1,2]	0.311	0.094	0.141	0.306	0.506
beta4_pH[2,2]	0.510	0.023	0.464	0.510	0.553
beta4_pH[3,2]	0.443	0.012	0.419	0.443	0.465
beta4_pH[4,2]	0.653	0.037	0.581	0.652	0.730
beta4_pH[5,2]	0.796	0.996	0.107	0.595	2.626
beta4_pH[6,2]	0.971	1.201	0.194	0.734	2.896
beta4_pH[7,2]	0.902	0.447	0.349	0.821	1.932
beta4_pH[8,2]	0.852	0.205	0.477	0.844	1.284
beta4_pH[9,2]	1.209	1.254	0.295	0.898	4.039
beta4_pH[10,2]	0.455	0.051	0.361	0.453	0.560
beta4_pH[11,2]	1.288	0.053	1.188	1.287	1.396
beta4_pH[12,2]	0.568	0.108	0.375	0.562	0.797
beta4_pH[13,2]	0.954	0.044	0.872	0.954	1.042
beta4_pH[14,2]	0.941	0.067	0.817	0.938	1.075
beta4_pH[15,2]	1.015	0.026	0.965	1.015	1.066
beta4_pH[16,2]	1.327	0.098	1.143	1.325	1.530
beta4_pH[1,3]	0.277	0.086	0.122	0.273	0.460
beta4_pH[2,3]	0.045	0.016	0.016	0.044	0.078
beta4_pH[3,3]	0.044	0.009	0.026	0.044	0.062
beta4_pH[4,3]	0.170	0.032	0.108	0.170	0.231
beta4_pH[5,3]	0.804	0.774	0.118	0.615	2.770
beta4_pH[6,3]	1.063	3.482	0.178	0.746	3.248
beta4_pH[7,3]	0.894	0.432	0.375	0.809	1.889
beta4_pH[8,3]	0.401	0.190	0.106	0.380	0.840
beta4_pH[9,3]	1.105	1.648	0.157	0.715	4.157
beta4_pH[10,3]	0.059	0.040	0.003	0.052	0.152
beta4_pH[11,3]	0.363	0.016	0.332	0.363	0.396
beta4_pH[12,3]	0.425	0.043	0.344	0.423	0.516
beta4_pH[13,3]	0.841	0.037	0.768	0.840	0.915
beta4_pH[14,3]	0.820	0.066	0.697	0.818	0.953
beta4_pH[15,3]	0.635	0.016	0.604	0.635	0.665
beta4_pH[16,3]	0.597	0.048	0.505	0.596	0.692
beta4_pH[1,4]	0.650	0.367	0.205	0.573	1.573
beta4_pH[2,4]	0.833	1.006	0.105	0.563	3.381
beta4_pH[3,4]	0.923	1.987	0.102	0.604	3.438
beta4_pH[4,4]	0.742	0.466	0.217	0.627	1.973
beta4_pH[5,4]	0.845	1.416	0.118	0.604	3.005
beta4_pH[6,4]	0.982	1.072	0.196	0.748	3.156
beta4_pH[7,4]	0.875	0.442	0.326	0.798	1.920
beta4_pH[8,4]	0.745	0.657	0.156	0.596	2.239
beta4_pH[9,4]	0.767	0.839	0.120	0.561	2.677
beta4_pH[10,4]	2.348	9.691	0.008	0.383	16.319
beta4_pH[11,4]	0.445	0.017	0.412	0.445	0.479
beta4_pH[12,4]	0.556	0.056	0.450	0.555	0.669
beta4_pH[13,4]	0.933	0.037	0.862	0.933	1.008
beta4_pH[14,4]	0.916	0.075	0.776	0.915	1.068
beta4_pH[15,4]	0.717	0.020	0.677	0.716	0.756
beta4_pH[16,4]	0.606	0.050	0.511	0.605	0.707
beta4_pH[1,5]	0.632	0.336	0.211	0.570	1.408
beta4_pH[2,5]	0.814	0.928	0.100	0.572	3.137
beta4_pH[3,5]	0.848	1.020	0.103	0.584	3.036
beta4_pH[4,5]	0.723	0.472	0.200	0.607	1.971
beta4_pH[5,5]	0.876	2.544	0.123	0.605	2.946
beta4_pH[6,5]	0.959	0.865	0.183	0.740	3.196
beta4_pH[7,5]	0.897	0.507	0.354	0.816	1.878
beta4_pH[8,5]	0.748	0.694	0.150	0.598	2.215
beta4_pH[9,5]	0.823	1.306	0.120	0.555	3.158
beta4_pH[10,5]	2.602	10.591	0.007	0.400	19.545
beta4_pH[11,5]	0.602	0.052	0.506	0.601	0.708
beta4_pH[12,5]	0.591	0.177	0.308	0.571	1.005
beta4_pH[13,5]	0.778	0.061	0.663	0.776	0.903
beta4_pH[14,5]	0.837	0.118	0.629	0.829	1.084
beta4_pH[15,5]	1.147	0.073	1.013	1.145	1.299
beta4_pH[16,5]	28.157	18.825	9.401	22.906	77.944
beta0_pelagic[1]	2.268	0.036	2.201	2.267	2.341
beta0_pelagic[2]	1.538	0.007	1.524	1.538	1.551
beta0_pelagic[3]	0.203	0.234	-0.378	0.257	0.542
beta0_pelagic[4]	0.280	0.193	-0.106	0.273	0.718
beta0_pelagic[5]	1.449	0.156	1.146	1.447	1.761
beta0_pelagic[6]	1.354	0.058	1.245	1.353	1.472
beta0_pelagic[7]	1.483	0.039	1.410	1.482	1.563
beta0_pelagic[8]	1.673	0.043	1.593	1.672	1.762
beta0_pelagic[9]	2.815	0.071	2.680	2.814	2.956
beta0_pelagic[10]	2.602	0.031	2.543	2.602	2.665
beta0_pelagic[11]	-0.437	0.456	-1.385	-0.217	0.069
beta0_pelagic[12]	1.801	0.035	1.735	1.800	1.875
beta0_pelagic[13]	-0.279	0.284	-0.911	-0.251	0.185
beta0_pelagic[14]	-0.257	0.150	-0.554	-0.252	0.014
beta0_pelagic[15]	-0.257	0.097	-0.553	-0.226	-0.188
beta0_pelagic[16]	-0.494	0.403	-1.372	-0.387	0.063
beta1_pelagic[1]	0.000	0.000	0.000	0.000	0.000
beta1_pelagic[2]	0.000	0.000	0.000	0.000	0.000
beta1_pelagic[3]	0.756	0.246	0.355	0.725	1.378
beta1_pelagic[4]	0.761	0.215	0.289	0.768	1.198
beta1_pelagic[5]	0.000	0.000	0.000	0.000	0.000
beta1_pelagic[6]	0.000	0.000	0.000	0.000	0.000
beta1_pelagic[7]	0.000	0.000	0.000	0.000	0.000
beta1_pelagic[8]	0.000	0.000	0.000	0.000	0.000
beta1_pelagic[9]	0.000	0.000	0.000	0.000	0.000
beta1_pelagic[10]	0.000	0.000	0.000	0.000	0.000
beta1_pelagic[11]	1.511	0.549	0.856	1.249	2.575
beta1_pelagic[12]	0.000	0.000	0.000	0.000	0.000
beta1_pelagic[13]	1.981	0.615	1.048	1.893	3.329
beta1_pelagic[14]	1.763	0.409	1.133	1.701	2.838
beta1_pelagic[15]	0.186	0.219	0.011	0.085	0.786
beta1_pelagic[16]	1.813	0.748	0.756	1.611	3.294
beta2_pelagic[1]	0.000	0.000	0.000	0.000	0.000
beta2_pelagic[2]	0.000	0.000	0.000	0.000	0.000
beta2_pelagic[3]	6.438	5.836	0.252	4.830	20.780
beta2_pelagic[4]	8.078	5.948	0.518	6.964	21.865
beta2_pelagic[5]	0.000	0.000	0.000	0.000	0.000
beta2_pelagic[6]	0.000	0.000	0.000	0.000	0.000
beta2_pelagic[7]	0.000	0.000	0.000	0.000	0.000
beta2_pelagic[8]	0.000	0.000	0.000	0.000	0.000
beta2_pelagic[9]	0.000	0.000	0.000	0.000	0.000
beta2_pelagic[10]	0.000	0.000	0.000	0.000	0.000
beta2_pelagic[11]	1.342	1.432	0.176	0.772	5.381
beta2_pelagic[12]	0.000	0.000	0.000	0.000	0.000
beta2_pelagic[13]	0.337	0.335	0.118	0.247	1.220
beta2_pelagic[14]	0.865	0.924	0.223	0.573	3.625
beta2_pelagic[15]	2.568	1.907	0.100	2.188	7.139
beta2_pelagic[16]	0.635	0.995	0.098	0.295	3.943
beta3_pelagic[1]	29.462	6.646	18.616	29.527	40.450
beta3_pelagic[2]	29.642	6.760	18.553	29.779	40.490
beta3_pelagic[3]	28.171	2.696	23.264	28.968	31.927
beta3_pelagic[4]	26.307	1.588	23.549	26.326	30.268
beta3_pelagic[5]	29.670	6.603	18.581	29.715	40.480
beta3_pelagic[6]	29.477	6.663	18.572	29.435	40.382
beta3_pelagic[7]	29.514	6.627	18.491	29.787	40.384
beta3_pelagic[8]	29.590	6.709	18.537	29.695	40.490
beta3_pelagic[9]	29.375	6.643	18.517	29.414	40.461
beta3_pelagic[10]	29.541	6.683	18.456	29.469	40.490
beta3_pelagic[11]	29.187	1.905	25.102	29.480	32.423
beta3_pelagic[12]	29.602	6.709	18.551	29.674	40.320
beta3_pelagic[13]	34.712	2.994	28.734	34.721	40.309
beta3_pelagic[14]	34.388	1.819	31.481	34.205	39.076
beta3_pelagic[15]	32.195	7.459	18.645	33.995	40.893
beta3_pelagic[16]	32.352	3.499	26.383	31.850	40.132
beta0_yellow[1]	-0.486	0.080	-0.639	-0.486	-0.330
beta0_yellow[2]	0.531	0.136	0.227	0.551	0.693
beta0_yellow[3]	-0.193	0.133	-0.457	-0.196	0.020
beta0_yellow[4]	0.814	0.374	-0.307	0.930	1.188
beta0_yellow[5]	0.275	0.330	-0.432	0.301	0.842
beta0_yellow[6]	0.821	0.107	0.609	0.820	1.029
beta0_yellow[7]	0.997	0.095	0.816	0.994	1.188
beta0_yellow[8]	1.024	0.096	0.836	1.025	1.210
beta0_yellow[9]	0.485	0.105	0.281	0.484	0.698
beta0_yellow[10]	0.537	0.072	0.395	0.536	0.678
beta0_yellow[11]	0.035	0.107	-0.203	0.045	0.219
beta0_yellow[12]	-1.144	0.137	-1.478	-1.129	-0.923
beta0_yellow[13]	-1.219	0.177	-1.588	-1.205	-0.930
beta0_yellow[14]	-0.263	0.122	-0.525	-0.253	-0.049
beta0_yellow[15]	-1.057	0.296	-2.095	-0.991	-0.800
beta0_yellow[16]	-0.307	0.076	-0.495	-0.293	-0.197
beta1_yellow[1]	0.000	0.000	0.000	0.000	0.000
beta1_yellow[2]	1.039	0.379	0.567	0.992	2.147
beta1_yellow[3]	0.435	0.246	0.016	0.453	0.884
beta1_yellow[4]	1.529	0.942	0.635	1.196	4.433
beta1_yellow[5]	0.000	0.000	0.000	0.000	0.000
beta1_yellow[6]	0.000	0.000	0.000	0.000	0.000
beta1_yellow[7]	0.000	0.000	0.000	0.000	0.000
beta1_yellow[8]	0.000	0.000	0.000	0.000	0.000
beta1_yellow[9]	0.000	0.000	0.000	0.000	0.000
beta1_yellow[10]	0.000	0.000	0.000	0.000	0.000
beta1_yellow[11]	1.999	0.345	1.469	1.947	2.897
beta1_yellow[12]	0.321	0.595	0.011	0.097	2.342
beta1_yellow[13]	2.524	0.680	1.513	2.408	4.218
beta1_yellow[14]	2.826	0.676	1.794	2.717	4.537
beta1_yellow[15]	0.892	0.629	0.093	0.772	2.587
beta1_yellow[16]	0.325	0.515	0.011	0.140	1.579
beta2_yellow[1]	0.000	0.000	0.000	0.000	0.000
beta2_yellow[2]	-7.439	5.684	-21.271	-6.247	-0.175
beta2_yellow[3]	-7.677	5.691	-21.413	-6.504	-0.476
beta2_yellow[4]	-5.017	5.773	-20.222	-2.755	-0.080
beta2_yellow[5]	0.000	0.000	0.000	0.000	0.000
beta2_yellow[6]	0.000	0.000	0.000	0.000	0.000
beta2_yellow[7]	0.000	0.000	0.000	0.000	0.000
beta2_yellow[8]	0.000	0.000	0.000	0.000	0.000
beta2_yellow[9]	0.000	0.000	0.000	0.000	0.000
beta2_yellow[10]	0.000	0.000	0.000	0.000	0.000
beta2_yellow[11]	-3.278	3.758	-14.733	-2.180	-0.431
beta2_yellow[12]	-7.684	5.872	-21.665	-6.288	-0.349
beta2_yellow[13]	-1.258	2.400	-8.580	-0.581	-0.239
beta2_yellow[14]	-3.877	4.466	-17.191	-1.982	-0.458
beta2_yellow[15]	-6.139	5.898	-21.017	-4.409	-0.130
beta2_yellow[16]	-7.822	5.726	-21.027	-6.634	-0.433
beta3_yellow[1]	25.000	0.000	25.000	25.000	25.000
beta3_yellow[2]	28.833	1.442	26.874	28.668	32.123
beta3_yellow[3]	32.198	3.601	22.068	32.574	39.270
beta3_yellow[4]	29.750	3.686	21.365	28.978	35.919
beta3_yellow[5]	25.000	0.000	25.000	25.000	25.000
beta3_yellow[6]	25.000	0.000	25.000	25.000	25.000
beta3_yellow[7]	25.000	0.000	25.000	25.000	25.000
beta3_yellow[8]	25.000	0.000	25.000	25.000	25.000
beta3_yellow[9]	25.000	0.000	25.000	25.000	25.000
beta3_yellow[10]	25.000	0.000	25.000	25.000	25.000
beta3_yellow[11]	30.081	0.735	28.712	30.020	31.560
beta3_yellow[12]	32.711	5.554	23.516	32.876	42.430
beta3_yellow[13]	29.953	1.283	26.911	30.062	32.103
beta3_yellow[14]	29.216	0.629	27.699	29.208	30.379
beta3_yellow[15]	30.111	3.678	24.772	29.458	39.991
beta3_yellow[16]	30.758	5.391	23.528	30.364	41.783
beta0_black[1]	0.011	0.076	-0.135	0.010	0.167
beta0_black[2]	1.854	0.032	1.794	1.855	1.917
beta0_black[3]	1.239	0.037	1.168	1.239	1.312
beta0_black[4]	2.425	0.047	2.332	2.425	2.518
beta0_black[5]	5.128	2.399	1.843	4.617	11.344
beta0_black[6]	5.265	2.264	2.592	4.670	11.401
beta0_black[7]	4.080	2.055	1.648	3.513	9.571
beta0_black[8]	0.877	0.217	0.485	0.865	1.319
beta0_black[9]	2.805	0.269	2.291	2.797	3.348
beta0_black[10]	1.288	0.050	1.187	1.287	1.384
beta0_black[11]	2.979	0.052	2.877	2.979	3.082
beta0_black[12]	4.920	0.190	4.557	4.915	5.299
beta0_black[13]	0.410	0.324	0.013	0.329	1.202
beta0_black[14]	2.854	0.106	2.655	2.854	3.055
beta0_black[15]	0.723	0.050	0.624	0.723	0.822
beta0_black[16]	3.774	0.074	3.630	3.772	3.915
beta2_black[1]	0.000	0.000	0.000	0.000	0.000
beta2_black[2]	0.000	0.000	0.000	0.000	0.000
beta2_black[3]	0.000	0.000	0.000	0.000	0.000
beta2_black[4]	0.000	0.000	0.000	0.000	0.000
beta2_black[5]	0.000	0.000	0.000	0.000	0.000
beta2_black[6]	0.000	0.000	0.000	0.000	0.000
beta2_black[7]	0.000	0.000	0.000	0.000	0.000
beta2_black[8]	0.000	0.000	0.000	0.000	0.000
beta2_black[9]	0.000	0.000	0.000	0.000	0.000
beta2_black[10]	0.000	0.000	0.000	0.000	0.000
beta2_black[11]	0.000	0.000	0.000	0.000	0.000
beta2_black[12]	0.000	0.000	0.000	0.000	0.000
beta2_black[13]	-2.489	1.771	-6.895	-2.058	-0.278
beta2_black[14]	0.000	0.000	0.000	0.000	0.000
beta2_black[15]	0.000	0.000	0.000	0.000	0.000
beta2_black[16]	0.000	0.000	0.000	0.000	0.000
beta3_black[1]	25.000	0.000	25.000	25.000	25.000
beta3_black[2]	25.000	0.000	25.000	25.000	25.000
beta3_black[3]	25.000	0.000	25.000	25.000	25.000
beta3_black[4]	25.000	0.000	25.000	25.000	25.000
beta3_black[5]	25.000	0.000	25.000	25.000	25.000
beta3_black[6]	25.000	0.000	25.000	25.000	25.000
beta3_black[7]	25.000	0.000	25.000	25.000	25.000
beta3_black[8]	25.000	0.000	25.000	25.000	25.000
beta3_black[9]	25.000	0.000	25.000	25.000	25.000
beta3_black[10]	25.000	0.000	25.000	25.000	25.000
beta3_black[11]	25.000	0.000	25.000	25.000	25.000
beta3_black[12]	25.000	0.000	25.000	25.000	25.000
beta3_black[13]	37.526	2.934	28.850	38.129	40.976
beta3_black[14]	25.000	0.000	25.000	25.000	25.000
beta3_black[15]	25.000	0.000	25.000	25.000	25.000
beta3_black[16]	25.000	0.000	25.000	25.000	25.000
beta4_black[1]	-0.326	0.092	-0.510	-0.327	-0.149
beta4_black[2]	0.260	0.053	0.159	0.259	0.364
beta4_black[3]	-0.720	0.066	-0.849	-0.720	-0.587
beta4_black[4]	0.630	0.131	0.383	0.628	0.893
beta4_black[5]	0.793	1.731	-1.223	0.515	4.227
beta4_black[6]	0.900	1.703	-0.817	0.552	4.654
beta4_black[7]	0.795	1.583	-0.887	0.508	3.946
beta4_black[8]	0.104	0.276	-0.473	0.107	0.613
beta4_black[9]	1.047	0.837	-0.074	0.873	3.127
beta4_black[10]	0.072	0.067	-0.060	0.072	0.202
beta4_black[11]	-0.611	0.065	-0.738	-0.611	-0.485
beta4_black[12]	1.237	0.296	0.693	1.227	1.854
beta4_black[13]	-1.004	0.075	-1.157	-1.001	-0.859
beta4_black[14]	0.215	0.179	-0.128	0.215	0.569
beta4_black[15]	0.002	0.046	-0.087	0.001	0.091
beta4_black[16]	-0.418	0.116	-0.642	-0.418	-0.182
beta0_dsr[11]	-0.329	0.009	-0.347	-0.328	-0.311
beta0_dsr[12]	1.410	0.044	1.326	1.410	1.496
beta0_dsr[13]	0.155	0.021	0.114	0.155	0.196
beta0_dsr[14]	-0.128	0.017	-0.161	-0.127	-0.095
beta0_dsr[15]	0.206	0.013	0.179	0.206	0.232
beta0_dsr[16]	0.158	0.015	0.128	0.158	0.189
beta1_dsr[11]	0.000	0.000	0.000	0.000	0.000
beta1_dsr[12]	0.000	0.000	0.000	0.000	0.000
beta1_dsr[13]	0.000	0.000	0.000	0.000	0.000
beta1_dsr[14]	0.000	0.000	0.000	0.000	0.000
beta1_dsr[15]	0.000	0.000	0.000	0.000	0.000
beta1_dsr[16]	0.000	0.000	0.000	0.000	0.000
beta4_dsr[11]	0.542	0.035	0.473	0.542	0.610
beta4_dsr[12]	0.801	0.225	0.384	0.799	1.263
beta4_dsr[13]	-0.077	0.041	-0.155	-0.076	0.005
beta4_dsr[14]	-0.208	0.072	-0.351	-0.208	-0.067
beta4_dsr[15]	0.215	0.021	0.174	0.216	0.256
beta4_dsr[16]	-0.047	0.044	-0.135	-0.047	0.038
beta0_slope[11]	-2.209	0.021	-2.250	-2.209	-2.167
beta0_slope[12]	-5.169	0.214	-5.621	-5.161	-4.780
beta0_slope[13]	-1.499	0.034	-1.569	-1.499	-1.432
beta0_slope[14]	-2.712	0.051	-2.809	-2.711	-2.612
beta0_slope[15]	-1.592	0.022	-1.635	-1.592	-1.551
beta0_slope[16]	-2.671	0.038	-2.747	-2.669	-2.596
beta1_slope[11]	0.000	0.000	0.000	0.000	0.000
beta1_slope[12]	0.000	0.000	0.000	0.000	0.000
beta1_slope[13]	0.000	0.000	0.000	0.000	0.000
beta1_slope[14]	0.000	0.000	0.000	0.000	0.000
beta1_slope[15]	0.000	0.000	0.000	0.000	0.000
beta1_slope[16]	0.000	0.000	0.000	0.000	0.000
beta4_slope[11]	-0.333	0.077	-0.488	-0.333	-0.186
beta4_slope[12]	-4.635	0.797	-6.283	-4.584	-3.177
beta4_slope[13]	0.327	0.053	0.224	0.327	0.432
beta4_slope[14]	-0.157	0.152	-0.462	-0.155	0.128
beta4_slope[15]	-0.359	0.033	-0.424	-0.358	-0.294
beta4_slope[16]	-0.126	0.102	-0.332	-0.123	0.066
beta5_slope[11]	3.070	0.109	2.860	3.068	3.288
beta5_slope[12]	2.000	0.380	1.278	1.984	2.805
beta5_slope[13]	0.875	0.080	0.720	0.872	1.037
beta5_slope[14]	3.762	0.352	3.104	3.758	4.503
beta5_slope[15]	1.309	0.071	1.171	1.308	1.449
beta5_slope[16]	2.733	0.238	2.295	2.722	3.216
tau_comp[1]	3.772	0.291	3.225	3.766	4.376
tau_comp[2]	2.816	0.235	2.385	2.805	3.298
tau_comp[3]	0.872	0.076	0.732	0.868	1.022
tau_comp[4]	1.764	0.272	1.302	1.743	2.340
tau_comp[5]	1.261	0.182	0.939	1.246	1.647
sigma_H[1]	0.196	0.053	0.103	0.193	0.307
sigma_H[2]	0.170	0.028	0.119	0.168	0.232
sigma_H[3]	0.203	0.043	0.129	0.199	0.296
sigma_H[4]	0.394	0.081	0.255	0.388	0.567
sigma_H[5]	1.039	0.221	0.625	1.037	1.499
sigma_H[6]	0.296	0.207	0.013	0.270	0.748
sigma_H[7]	0.276	0.048	0.197	0.272	0.385
sigma_H[8]	0.433	0.091	0.305	0.421	0.638
sigma_H[9]	0.390	0.076	0.274	0.379	0.572
sigma_H[10]	0.221	0.044	0.146	0.217	0.313
sigma_H[11]	0.265	0.045	0.189	0.260	0.365
sigma_H[12]	0.405	0.159	0.203	0.358	0.744
sigma_H[13]	0.203	0.036	0.138	0.200	0.282
sigma_H[14]	0.463	0.095	0.308	0.452	0.678
sigma_H[15]	0.242	0.039	0.176	0.239	0.326
sigma_H[16]	0.221	0.044	0.148	0.216	0.315
lambda_H[1]	2.700	4.425	0.082	1.201	14.290
lambda_H[2]	8.227	8.247	0.693	5.649	32.173
lambda_H[3]	4.836	7.353	0.253	2.568	22.194
lambda_H[4]	0.008	0.006	0.001	0.006	0.022
lambda_H[5]	3.705	10.645	0.016	0.558	31.144
lambda_H[6]	9.187	14.511	0.019	3.628	50.505
lambda_H[7]	0.014	0.010	0.002	0.012	0.041
lambda_H[8]	7.839	10.040	0.006	4.517	34.946
lambda_H[9]	0.020	0.014	0.004	0.017	0.056
lambda_H[10]	0.309	0.762	0.027	0.184	1.183
lambda_H[11]	0.210	0.331	0.010	0.089	1.116
lambda_H[12]	4.498	5.805	0.223	2.597	19.987
lambda_H[13]	3.437	3.114	0.288	2.593	11.983
lambda_H[14]	3.365	4.050	0.254	2.160	13.949
lambda_H[15]	0.021	0.038	0.003	0.014	0.074
lambda_H[16]	0.882	1.841	0.031	0.310	5.393
mu_lambda_H[1]	4.222	1.861	1.170	4.088	8.182
mu_lambda_H[2]	3.910	1.950	0.661	3.741	8.074
mu_lambda_H[3]	3.503	1.844	0.699	3.265	7.870
sigma_lambda_H[1]	8.451	4.288	1.971	7.761	18.042
sigma_lambda_H[2]	8.456	4.608	1.175	7.920	18.348
sigma_lambda_H[3]	6.419	4.017	0.944	5.741	16.552
beta_H[1,1]	6.672	1.278	3.475	6.901	8.473
beta_H[2,1]	9.861	0.482	8.808	9.887	10.771
beta_H[3,1]	7.915	0.828	5.899	8.020	9.277
beta_H[4,1]	13.297	7.866	-1.051	12.821	30.518
beta_H[5,1]	-0.280	2.997	-6.568	-0.054	4.783
beta_H[6,1]	4.549	2.872	-3.784	5.312	7.816
beta_H[7,1]	2.465	5.362	-9.022	2.659	12.692
beta_H[8,1]	2.000	6.720	-2.370	1.232	11.071
beta_H[9,1]	13.811	5.519	3.580	13.573	25.814
beta_H[10,1]	7.099	1.778	3.475	7.171	10.536
beta_H[11,1]	4.552	3.604	-3.281	5.055	9.841
beta_H[12,1]	2.518	1.004	0.705	2.460	4.724
beta_H[13,1]	9.063	0.869	7.178	9.116	10.498
beta_H[14,1]	2.146	1.002	0.085	2.132	4.098
beta_H[15,1]	-6.729	3.623	-13.294	-6.949	1.202
beta_H[16,1]	4.078	2.900	-0.631	3.688	11.393
beta_H[1,2]	7.905	0.260	7.380	7.909	8.403
beta_H[2,2]	10.026	0.137	9.751	10.028	10.290
beta_H[3,2]	8.927	0.200	8.546	8.921	9.332
beta_H[4,2]	2.010	1.513	-1.100	2.057	4.973
beta_H[5,2]	1.875	1.132	-0.332	1.876	4.039
beta_H[6,2]	6.220	0.857	4.192	6.318	7.717
beta_H[7,2]	1.973	1.007	0.110	1.930	4.089
beta_H[8,2]	2.813	1.684	-1.417	3.094	4.223
beta_H[9,2]	2.712	1.033	0.631	2.714	4.743
beta_H[10,2]	8.164	0.361	7.387	8.180	8.825
beta_H[11,2]	9.879	0.653	8.873	9.788	11.252
beta_H[12,2]	3.939	0.364	3.261	3.927	4.663
beta_H[13,2]	9.156	0.235	8.718	9.147	9.632
beta_H[14,2]	4.067	0.344	3.419	4.072	4.741
beta_H[15,2]	11.497	0.657	10.084	11.527	12.711
beta_H[16,2]	4.698	0.837	3.122	4.698	6.357
beta_H[1,3]	8.565	0.266	8.088	8.556	9.103
beta_H[2,3]	10.098	0.116	9.881	10.095	10.335
beta_H[3,3]	9.630	0.171	9.303	9.626	9.981
beta_H[4,3]	-0.562	1.179	-2.642	-0.633	2.146
beta_H[5,3]	4.131	0.701	2.757	4.114	5.560
beta_H[6,3]	7.587	0.918	6.271	7.403	10.121
beta_H[7,3]	-2.034	0.646	-3.353	-2.016	-0.764
beta_H[8,3]	5.332	0.828	4.643	5.180	7.641
beta_H[9,3]	-1.654	0.707	-3.071	-1.647	-0.302
beta_H[10,3]	8.785	0.281	8.253	8.780	9.349
beta_H[11,3]	8.458	0.298	7.830	8.480	8.994
beta_H[12,3]	5.358	0.312	4.660	5.388	5.879
beta_H[13,3]	8.950	0.181	8.598	8.946	9.305
beta_H[14,3]	5.866	0.278	5.259	5.880	6.365
beta_H[15,3]	10.282	0.316	9.674	10.284	10.909
beta_H[16,3]	6.138	0.817	4.434	6.201	7.493
beta_H[1,4]	8.275	0.185	7.885	8.282	8.611
beta_H[2,4]	10.158	0.121	9.896	10.166	10.369
beta_H[3,4]	10.141	0.161	9.785	10.153	10.416
beta_H[4,4]	11.586	0.440	10.721	11.591	12.455
beta_H[5,4]	5.748	0.877	4.344	5.617	7.725
beta_H[6,4]	7.564	0.678	5.798	7.666	8.656
beta_H[7,4]	8.411	0.318	7.765	8.415	9.018
beta_H[8,4]	6.711	0.342	5.887	6.755	7.144
beta_H[9,4]	7.148	0.371	6.411	7.147	7.877
beta_H[10,4]	7.820	0.245	7.350	7.817	8.327
beta_H[11,4]	9.487	0.199	9.092	9.486	9.882
beta_H[12,4]	7.240	0.207	6.841	7.239	7.667
beta_H[13,4]	9.088	0.143	8.800	9.090	9.363
beta_H[14,4]	7.913	0.211	7.506	7.912	8.332
beta_H[15,4]	9.481	0.230	9.037	9.478	9.945
beta_H[16,4]	9.471	0.294	8.945	9.463	10.067
beta_H[1,5]	9.077	0.153	8.773	9.079	9.369
beta_H[2,5]	10.835	0.097	10.652	10.833	11.034
beta_H[3,5]	10.941	0.178	10.614	10.933	11.318
beta_H[4,5]	8.530	0.435	7.687	8.533	9.417
beta_H[5,5]	5.057	0.744	3.272	5.188	6.207
beta_H[6,5]	8.639	0.510	7.883	8.554	9.888
beta_H[7,5]	6.663	0.313	6.063	6.664	7.286
beta_H[8,5]	8.338	0.288	7.948	8.308	8.950
beta_H[9,5]	8.395	0.365	7.683	8.402	9.082
beta_H[10,5]	10.157	0.251	9.639	10.165	10.643
beta_H[11,5]	11.591	0.227	11.154	11.591	12.039
beta_H[12,5]	8.575	0.194	8.180	8.578	8.950
beta_H[13,5]	10.096	0.127	9.856	10.096	10.353
beta_H[14,5]	9.284	0.208	8.897	9.275	9.710
beta_H[15,5]	11.251	0.241	10.787	11.249	11.740
beta_H[16,5]	9.876	0.199	9.438	9.886	10.225
beta_H[1,6]	10.223	0.237	9.840	10.187	10.799
beta_H[2,6]	11.537	0.107	11.333	11.535	11.748
beta_H[3,6]	10.727	0.171	10.370	10.737	11.042
beta_H[4,6]	12.892	0.766	11.292	12.901	14.382
beta_H[5,6]	5.877	0.733	4.635	5.811	7.537
beta_H[6,6]	8.739	0.447	7.794	8.740	9.585
beta_H[7,6]	10.482	0.532	9.417	10.491	11.517
beta_H[8,6]	9.570	0.377	8.795	9.611	10.033
beta_H[9,6]	8.171	0.611	7.001	8.156	9.401
beta_H[10,6]	9.400	0.353	8.631	9.431	10.015
beta_H[11,6]	10.647	0.376	9.861	10.674	11.314
beta_H[12,6]	9.384	0.240	8.923	9.377	9.887
beta_H[13,6]	11.102	0.148	10.817	11.099	11.405
beta_H[14,6]	9.928	0.268	9.380	9.931	10.438
beta_H[15,6]	10.641	0.432	9.764	10.649	11.483
beta_H[16,6]	10.694	0.250	10.191	10.701	11.203
beta_H[1,7]	10.306	1.231	7.117	10.578	11.939
beta_H[2,7]	12.119	0.443	11.175	12.141	12.947
beta_H[3,7]	10.282	0.725	8.681	10.345	11.531
beta_H[4,7]	1.839	3.960	-5.792	1.838	9.713
beta_H[5,7]	6.160	2.485	1.063	6.201	11.030
beta_H[6,7]	8.487	1.848	3.421	8.892	10.768
beta_H[7,7]	7.977	2.704	2.571	7.996	13.266
beta_H[8,7]	11.104	1.469	9.423	10.975	13.719
beta_H[9,7]	5.523	3.132	-0.945	5.633	11.304
beta_H[10,7]	10.286	1.604	7.634	10.095	13.915
beta_H[11,7]	11.625	1.850	8.412	11.439	15.647
beta_H[12,7]	9.904	0.910	7.825	9.989	11.460
beta_H[13,7]	11.733	0.695	10.121	11.797	12.900
beta_H[14,7]	10.620	0.888	8.773	10.656	12.249
beta_H[15,7]	13.639	2.229	9.300	13.590	18.172
beta_H[16,7]	12.693	1.342	10.453	12.504	15.676
beta0_H[1]	8.197	17.115	-26.914	8.667	42.519
beta0_H[2]	10.803	6.228	-2.105	10.703	24.182
beta0_H[3]	9.901	10.513	-11.728	9.740	33.680
beta0_H[4]	5.628	172.027	-339.651	4.473	363.350
beta0_H[5]	4.531	36.007	-65.390	4.342	80.845
beta0_H[6]	7.803	28.442	-49.264	7.587	64.342
beta0_H[7]	7.842	123.816	-248.530	9.117	254.474
beta0_H[8]	6.035	57.695	-21.018	6.362	33.167
beta0_H[9]	4.984	109.215	-214.566	7.274	220.201
beta0_H[10]	9.304	36.319	-61.328	9.505	78.208
beta0_H[11]	9.704	56.706	-106.849	10.027	127.787
beta0_H[12]	6.747	11.317	-15.913	6.900	27.552
beta0_H[13]	9.634	10.255	-10.765	9.654	29.959
beta0_H[14]	7.201	11.466	-14.567	7.119	30.755
beta0_H[15]	10.885	113.004	-217.758	9.662	247.614
beta0_H[16]	8.145	30.273	-53.268	8.134	73.012